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Methods
4,076
machine learning components
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General
Hybrid Parallel Methods
1069 methods
1 papers with code
2D Parallel Distributed Methods
1067 methods
163 papers with code
Attention
104 methods
847 papers with code
Activation Functions
82 methods
25874 papers with code
Attention Mechanisms
71 methods
2650 papers with code
See all 134 categories
Computer Vision
3D Object Detection Models
497 methods
59 papers with code
3D Face Mesh Models
431 methods
81 papers with code
3D Reconstruction
109 methods
709 papers with code
Convolutional Neural Networks
91 methods
2072 papers with code
Generative Models
76 methods
1534 papers with code
See all 126 categories
Natural Language Processing
Language Models
108 methods
27072 papers with code
Transformers
71 methods
42749 papers with code
Word Embeddings
19 methods
924 papers with code
Sentence Embeddings
7 methods
235 papers with code
Attention Patterns
7 methods
2235 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
22 methods
1849 papers with code
Off-Policy TD Control
15 methods
1915 papers with code
Reinforcement Learning Frameworks
13 methods
331 papers with code
Q-Learning Networks
10 methods
614 papers with code
Heuristic Search Algorithms
9 methods
453 papers with code
See all 28 categories
Audio
Generative Audio Models
14 methods
383 papers with code
Text-to-Speech Models
9 methods
135 papers with code
Audio Model Blocks
8 methods
31 papers with code
Speech Separation Models
4 methods
18 papers with code
Phase Reconstruction
2 methods
78 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
37 methods
7239 papers with code
Sequence To Sequence Models
19 methods
3275 papers with code
Time Series Analysis
13 methods
954 papers with code
Bidirectional Recurrent Neural Networks
6 methods
792 papers with code
Temporal Convolutions
5 methods
238 papers with code
See all 11 categories
Graphs
Graph Models
56 methods
2133 papers with code
Graph Embeddings
42 methods
1334 papers with code
Graph Representation Learning
16 methods
9862 papers with code
Graph Data Augmentation
2 methods
1 papers with code
